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The Hausdorff dimension of multivariate operator-self-similar Gaussian random fields
被引:8
|作者:
Soenmez, Ercan
[1
]
机构:
[1] Heinrich Heine Univ Dusseldorf, Math Inst, Univ Str 1, D-40225 Dusseldorf, Germany
关键词:
Fractional random fields;
Gaussian random fields;
Operator-self-similarity;
Modulus of continuity;
Hausdorff dimension;
FRACTIONAL BROWNIAN MOTIONS;
D O I:
10.1016/j.spa.2017.05.003
中图分类号:
O21 [概率论与数理统计];
C8 [统计学];
学科分类号:
020208 ;
070103 ;
0714 ;
摘要:
Let {X(t) : t is an element of R-d} be a multivariate operator-self-similar random field with values in R-m. Such fields were introduced in [22] and satisfy the scaling property {X(c(E)t) : t is an element of R-d} =(d) {c(D)X(t) : t is an element of R-d} for all c > 0, where E is a d x d real matrix and D is an m x m real matrix. We solve an open problem in [22] by calculating the Hausdorff dimension of the range and graph of a trajectory over the unit cube K = [0, 1](d) in the Gaussian case. In particular, we enlighten the property that the Hausdorff dimension is determined by the real parts of the eigenvalues of E and D as well as the multiplicity of the eigenvalues of E and D. (C) 2017 Elsevier B.V. All rights reserved.
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页码:426 / 444
页数:19
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